Scott,
I'm not a laywer, but I think you are allowed to make archival copies
for preservation purposes if the item is no longer available for a
"reasonable price". So if you have tried to buy a copy and can't, then
I think what you are doing is fine. The problem is what can you do if
you don't already own a second copy.